refactor: wrappers for cache by dkharms · Pull Request #489 · ozontech/seq-db

dkharms · 2026-08-11T11:20:29Z

Description

In this PR I've introduced interface cache.Wrapper into cache package.

This interface allows us to solve several problems by providing the most reasonable implementations at the call-sites. The hottest problems are:

Too high cache hit-rate (it is very noticeable with lids cache layer) because we receive objects one-at-a-time (from the one block) and therefore generate a lot of cache hits;
Compaction used cache as well and our current cache implementation is not tolerant to scan-and-forget workloads (what compaction basically is) therefore search queries suffered;

It was a little bit tricky to collect sound measurements because compaction is using cache.Scan wrapper and the overall RAM usage dropped and therefore GC was more sensitive to RAM usage spikes (example, GC-rate) that's why I've set GOGC=200.

In bulk scenario I got following numbers:

CPU usage: from 6.64 to 6.09 (9%);
RAM usage: from 2.68GiB to 2.11GiB (22%);

In mixed scenario I got following numbers:

Query	Type	`mean (ms)`			`stddev (ms)`			`p(50) (ms)`			`p(95) (ms)`			`p(99) (ms)`			`iterations`			`total`
Query	Type	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff
`bulk`	hot	`25.84`	`25.81`	`-0.15%`	`5.32`	`5.20`	`-2.37%`	`25`	`25`	`0.00%`	`38`	`36`	`-5.26%`	`59`	`53`	`-10.17%`	`32329`	`32328`	`-0.00%`	`0`	`0`	`0.00%`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`43.38`	`41.80`	`-3.65%`	`5.01`	`5.16`	`+2.86%`	`43.28`	`41.55`	`-4.00%`	`56.59`	`54.35`	`-3.96%`	`75.87`	`70.06`	`-7.66%`	`4785`	`4785`	`0.00%`	`0`	`0`	`0.00%`

I've reverted changes from refactor: add ReaderProvider to fetch registry from cache once per re… #447 because I believe my approach is better but I still need to configure wrapper for registry cache (fixed in refactor: fair hit-rate for registry #499);

I have read and followed all requirements in CONTRIBUTING.md;
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codecov-commenter · 2026-08-11T11:24:27Z

Codecov Report

❌ Patch coverage is 70.07576% with 79 lines in your changes missing coverage. Please review.
✅ Project coverage is 71.53%. Comparing base (94e5bd0) to head (5fc2d11).

Files with missing lines	Patch %	Lines
frac/sealed/seqids/loader.go	64.86%	7 Missing and 6 partials ⚠️
storage/index_reader.go	61.29%	8 Missing and 4 partials ⚠️
frac/sealed_loader.go	16.66%	8 Missing and 2 partials ⚠️
frac/sealed/token/block_loader.go	42.85%	6 Missing and 2 partials ⚠️
cache/wrapper.go	78.78%	4 Missing and 3 partials ⚠️
frac/sealed/token/table_loader.go	65.00%	3 Missing and 4 partials ⚠️
frac/remote.go	75.00%	6 Missing ⚠️
frac/sealed.go	77.77%	6 Missing ⚠️
frac/sealed/lids/loader.go	75.00%	1 Missing and 1 partial ⚠️
frac/sealed_source.go	93.33%	1 Missing and 1 partial ⚠️
... and 4 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #489      +/-   ##
==========================================
- Coverage   71.56%   71.53%   -0.03%     
==========================================
  Files         239      240       +1     
  Lines       20158    20187      +29     
==========================================
+ Hits        14426    14441      +15     
- Misses       4652     4657       +5     
- Partials     1080     1089       +9

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dkharms · 2026-08-11T13:08:40Z

@seqbenchbot start bulk main --duration=10m

seqbenchbot · 2026-08-11T13:08:44Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark 1b350ba7.

Show details

scenario bulk;
against main;
running for 10m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 1b350ba7.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-11T13:22:19Z

Nice, @dkharms <(-^,^-)=b!

Benchmark 1b350ba7 (scenario bulk) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`26.33`	`5.62`	`26`	`41`	`59`	`21585`	`0`

Compare it against another run with @seqbenchbot compare 1b350ba7 <other-id>.

dkharms · 2026-08-11T13:26:34Z

@seqbenchbot start bulk 0-scoped-cache --duration=10m

seqbenchbot · 2026-08-11T13:26:38Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark 90121b2e.

Show details

scenario bulk;
against 0-scoped-cache;
running for 10m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 90121b2e.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-11T13:38:34Z

Nice, @dkharms <(-^,^-)=b!

Benchmark 90121b2e (scenario bulk) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`29.21`	`7.17`	`29`	`56`	`71`	`21585`	`0`

Compare it against another run with @seqbenchbot compare 90121b2e <other-id>.

dkharms · 2026-08-11T15:22:46Z

@seqbenchbot start mixed main --duration=15m

seqbenchbot · 2026-08-11T15:22:50Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark 2636018c.

Show details

scenario mixed;
against main;
running for 15m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 2636018c.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-11T15:39:19Z

Nice, @dkharms <(-^,^-)=b!

Benchmark 2636018c (scenario mixed) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`27.02`	`5.89`	`26`	`42`	`63`	`32328`	`0`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`43.80`	`5.37`	`43.56`	`60.07`	`77.17`	`4785`	`0`

Compare it against another run with @seqbenchbot compare 2636018c <other-id>.

dkharms · 2026-08-11T15:39:49Z

@seqbenchbot start mixed 0-scoped-cache --duration=15m

seqbenchbot · 2026-08-11T15:39:54Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark cab2b4e0.

Show details

scenario mixed;
against 0-scoped-cache;
running for 15m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop cab2b4e0.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-11T15:56:33Z

Nice, @dkharms <(-^,^-)=b!

Benchmark cab2b4e0 (scenario mixed) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`29.21`	`6.89`	`29`	`53`	`72`	`32328`	`0`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`44.70`	`6.47`	`44.41`	`69.55`	`87.65`	`4785`	`0`

Compare it against another run with @seqbenchbot compare cab2b4e0 <other-id>.

dkharms · 2026-08-11T15:57:39Z

@seqbenchbot start mixed 0-scoped-cache --duration=15m

seqbenchbot · 2026-08-11T15:57:42Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark 785f5d30.

Show details

scenario mixed;
against 0-scoped-cache;
running for 15m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 785f5d30.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

github-actions · 2026-08-11T16:06:23Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`Indexer-4`	`a73114`	`107efc`
	`678752766.00 B/op`	`766786365.00 B/op`	`1.13`	`🔴`

seqbenchbot · 2026-08-11T16:14:33Z

Nice, @dkharms <(-^,^-)=b!

Benchmark 785f5d30 (scenario mixed) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`25.81`	`5.20`	`25`	`36`	`53`	`32328`	`0`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`41.80`	`5.16`	`41.55`	`54.35`	`70.06`	`4785`	`0`

Compare it against another run with @seqbenchbot compare 785f5d30 <other-id>.

dkharms · 2026-08-11T16:15:11Z

@seqbenchbot start mixed main --duration=15m

seqbenchbot · 2026-08-11T16:15:15Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark f0f3659f.

Show details

scenario mixed;
against main;
running for 15m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop f0f3659f.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-11T16:31:49Z

Nice, @dkharms <(-^,^-)=b!

Benchmark f0f3659f (scenario mixed) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`25.84`	`5.32`	`25`	`38`	`59`	`32329`	`0`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`43.38`	`5.01`	`43.28`	`56.59`	`75.87`	`4785`	`0`

Compare it against another run with @seqbenchbot compare f0f3659f <other-id>.

dkharms · 2026-08-11T16:37:24Z

@seqbenchbot compare f0f3659f 785f5d30

seqbenchbot · 2026-08-11T16:37:28Z

Nice, @dkharms <(-^,^-)=b!

Comparison of baseline f0f3659f against comparison 785f5d30:

Show comparison

Query	Type	`mean (ms)`			`stddev (ms)`			`p(50) (ms)`			`p(95) (ms)`			`p(99) (ms)`			`iterations`			`total`
Query	Type	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff	base	comp	diff
`bulk`	hot	`25.84`	`25.81`	`-0.15%`	`5.32`	`5.20`	`-2.37%`	`25`	`25`	`0.00%`	`38`	`36`	`-5.26%`	`59`	`53`	`-10.17%`	`32329`	`32328`	`-0.00%`	`0`	`0`	`0.00%`
`service:payment-backend-eu AND k8s_namespace:prod AND level:[0 to 3] AND ( message:'failed' OR message:'timeout' )`	hot	`43.38`	`41.80`	`-3.65%`	`5.01`	`5.16`	`+2.86%`	`43.28`	`41.55`	`-4.00%`	`56.59`	`54.35`	`-3.96%`	`75.87`	`70.06`	`-7.66%`	`4785`	`4785`	`0.00%`	`0`	`0`	`0.00%`

See both runs overlaid (baseline aligned to comparison) on the Grafana dashboard.

Have a great time!

cheb0 · 2026-08-12T12:19:07Z

@seqbenchbot start search-regular main 'message:*' --duration 3m

seqbenchbot · 2026-08-12T12:19:11Z

Nice, @cheb0 <(-^,^-)=b!

Started benchmark dfa15547.

Show details

scenario search-regular;
against main;
running for 3m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop dfa15547.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-12T12:25:34Z

Nice, @cheb0 <(-^,^-)=b!

Benchmark dfa15547 (scenario search-regular) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`message:*`	hot	`6495.15`	`186.22`	`6474.38`	`7073.97`	`7787.12`	`167`	`10063671`

Compare it against another run with @seqbenchbot compare dfa15547 <other-id>.

cheb0 · 2026-08-12T12:29:28Z

@seqbenchbot start search-regular 0-scoped-cache 'message:*' --duration 3m

seqbenchbot · 2026-08-12T12:29:31Z

Nice, @cheb0 <(-^,^-)=b!

Started benchmark 5d4219b9.

Show details

scenario search-regular;
against 0-scoped-cache;
running for 3m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 5d4219b9.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

seqbenchbot · 2026-08-12T12:34:03Z

Nice, @cheb0 <(-^,^-)=b!

Benchmark 5d4219b9 (scenario search-regular) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`message:*`	hot	`6617.52`	`227.34`	`6581.83`	`7031.41`	`7626.72`	`163`	`10063717`

Compare it against another run with @seqbenchbot compare 5d4219b9 <other-id>.

dkharms · 2026-08-14T09:35:18Z

@seqbenchbot start bulk 0-scoped-cache --duration=10m

seqbenchbot · 2026-08-14T10:04:49Z

Nice, @dkharms <(-^,^-)=b!

Benchmark debb7b21 (scenario bulk) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`26.80`	`5.98`	`26`	`42`	`61`	`21585`	`0`

Compare it against another run with @seqbenchbot compare debb7b21 <other-id>.

dkharms · 2026-08-14T13:21:27Z

@seqbenchbot start bulk 0-scoped-cache --duration=10m

seqbenchbot · 2026-08-14T13:21:31Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark e364a3c5.

Show details

scenario bulk;
against 0-scoped-cache;
running for 10m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop e364a3c5.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

github-actions · 2026-08-14T13:30:14Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`Sealing_WithSort-4`	`a73114`	`c9d52c`
	`40324408.00 B/op`	`72324152.00 B/op`	`1.79`	`🔴`
	`5389.00 allocs/op`	`2005387.00 allocs/op`	`372.13`	`🔴`

seqbenchbot · 2026-08-14T13:33:18Z

Nice, @dkharms <(-^,^-)=b!

Benchmark e364a3c5 (scenario bulk) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`25.64`	`5.27`	`25`	`37`	`54`	`21585`	`0`

Compare it against another run with @seqbenchbot compare e364a3c5 <other-id>.

dkharms · 2026-08-14T14:07:45Z

@seqbenchbot start bulk 0-scoped-cache --duration=10m

seqbenchbot · 2026-08-14T14:07:49Z

Nice, @dkharms <(-^,^-)=b!

Started benchmark 189238e7.

Show details

scenario bulk;
against 0-scoped-cache;
running for 10m0s;

I'll post the statistics here once it finishes.
To end it early, run @seqbenchbot stop 189238e7.

Here is a list of helpful links:

Take a look at Grafana dashboard;
Live-tailing logs are also available;

Have a great time!

github-actions · 2026-08-14T14:15:40Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`Sealing_WithSort-4`	`a73114`	`04c4f4`
	`40324408.00 B/op`	`73381472.00 B/op`	`1.82`	`🔴`
	`5389.00 allocs/op`	`2005406.00 allocs/op`	`372.13`	`🔴`

seqbenchbot · 2026-08-14T14:21:04Z

Nice, @dkharms <(-^,^-)=b!

Benchmark 189238e7 (scenario bulk) has finished.
I've prepared a summary for you. Click on Show summary button to see it:

Show summary

Query	Type	`mean (ms)`	`stddev (ms)`	`p(50) (ms)`	`p(95) (ms)`	`p(99) (ms)`	`iterations`	`total`
`bulk`	hot	`25.80`	`5.25`	`25`	`38`	`60`	`21585`	`0`

Compare it against another run with @seqbenchbot compare 189238e7 <other-id>.

github-actions · 2026-08-17T17:22:53Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`Sealing_WithSort-4`	`a73114`	`91e325`
	`40324408.00 B/op`	`73440592.00 B/op`	`1.82`	`🔴`
	`5389.00 allocs/op`	`2005411.00 allocs/op`	`372.13`	`🔴`

github-actions · 2026-08-17T17:36:25Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`Indexer-4`	`a73114`	`413ce8`
	`678752766.00 B/op`	`754802762.00 B/op`	`1.11`	`🔴`
`Sealing_WithSort-4`	`a73114`	`413ce8`
	`40324408.00 B/op`	`72395176.00 B/op`	`1.80`	`🔴`
	`5389.00 allocs/op`	`2005411.00 allocs/op`	`372.13`	`🔴`

github-actions · 2026-08-18T16:26:01Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`MutexListAppend-4`	`a73114`	`6688cf`
	`194.53 MB/s`	`171.37 MB/s`	`0.88`	`🔴`
	`83148539.00 ns/op`	`93363489.00 ns/op`	`1.12`	`🔴`
`Sealing_WithSort-4`	`a73114`	`6688cf`
	`40324408.00 B/op`	`72390176.00 B/op`	`1.80`	`🔴`
	`5389.00 allocs/op`	`2005393.00 allocs/op`	`372.13`	`🔴`

github-actions · 2026-08-18T17:28:32Z

🔴 Performance Degradation

Some benchmarks have degraded compared to the previous run.
Click on Show table button to see full list of degraded benchmarks.

Show table

Name	Previous	Current	Ratio	Verdict
`MutexListAppend-4`	`a73114`	`f4e3c0`
	`194.53 MB/s`	`167.65 MB/s`	`0.86`	`🔴`
	`83148539.00 ns/op`	`95438199.00 ns/op`	`1.15`	`🔴`

dkharms added the performance Features or improvements that positively affect seq-db performance label Aug 11, 2026

dkharms force-pushed the 0-scoped-cache branch from 9262aea to 3cf7a7e Compare August 17, 2026 17:13

dkharms force-pushed the 0-scoped-cache branch from 3cf7a7e to 76b8df4 Compare August 17, 2026 17:27

dkharms marked this pull request as ready for review August 18, 2026 14:48

dkharms force-pushed the 0-scoped-cache branch from 76b8df4 to 7738f33 Compare August 18, 2026 16:16

dkharms force-pushed the 0-scoped-cache branch from 7738f33 to 39a1693 Compare August 18, 2026 16:57

dkharms changed the title ~~feat: Session and Scan wrappers for cache~~ refactor: wrappers for cache Aug 19, 2026

eguguchkin added this to the v0.78.0 milestone Aug 24, 2026

eguguchkin requested review from eguguchkin and forshev August 24, 2026 09:35

dkharms force-pushed the 0-scoped-cache branch 3 times, most recently from 5bb4338 to 6be8f66 Compare August 25, 2026 10:55

forshev previously approved these changes Aug 28, 2026

View reviewed changes

Comment thread frac/sealed/seqids/loader.go Outdated

dkharms added 2 commits August 30, 2026 15:03

refactor: wrappers for cache

6590b59

style: consistent receiver naming

5fc2d11

dkharms force-pushed the 0-scoped-cache branch from 6be8f66 to 5fc2d11 Compare August 30, 2026 12:11

dkharms dismissed forshev’s stale review via 5fc2d11 September 3, 2026 14:42

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github-actions Bot commented Aug 11, 2026

🔴 Performance Degradation

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